feat: Implement self-contained specialist managers

aduc_framework/managers/ltx_pipeline_utils.py

@@ -23,20 +23,20 @@ from transformers import (
 )
 from huggingface_hub import hf_hub_download
 
-from ..ltx_video.models.autoencoders.causal_video_autoencoder import (
+from ltx_video.models.autoencoders.causal_video_autoencoder import (
     CausalVideoAutoencoder,
 )
-from ..ltx_video.models.transformers.symmetric_patchifier import SymmetricPatchifier
-from ..ltx_video.models.transformers.transformer3d import Transformer3DModel
-from ..ltx_video.pipelines.pipeline_ltx_video import (
+from ltx_video.models.transformers.symmetric_patchifier import SymmetricPatchifier
+from ltx_video.models.transformers.transformer3d import Transformer3DModel
+from ltx_video.pipelines.pipeline_ltx_video import (
     ConditioningItem,
     LTXVideoPipeline,
     LTXMultiScalePipeline,
 )
-from ..ltx_video.schedulers.rf import RectifiedFlowScheduler
-from ..ltx_video.utils.skip_layer_strategy import SkipLayerStrategy
-from ..ltx_video.models.autoencoders.latent_upsampler import LatentUpsampler
-import ..ltx_video.pipelines.crf_compressor as crf_compressor
+from ltx_video.schedulers.rf import RectifiedFlowScheduler
+from ltx_video.utils.skip_layer_strategy import SkipLayerStrategy
+from ltx_video.models.autoencoders.latent_upsampler import LatentUpsampler
+import ltx_video.pipelines.crf_compressor as crf_compressor
 
 MAX_HEIGHT = 720
 MAX_WIDTH = 1280

aduc_framework/managers/vae_manager.py

@@ -29,7 +29,7 @@ from typing import Generator
 
 # Import the source of the VAE model and the low-level functions
 from ..managers.ltx_manager import ltx_manager_singleton
-from ..ltx_video.models.autoencoders.vae_encode import vae_encode, vae_decode
+from ltx_video.models.autoencoders.vae_encode import vae_encode, vae_decode
 
 logger = logging.getLogger(__name__)